| Dynamic memory to alleviate catastrophic forgetting in continuous learning settings | Jul 6, 2020 | Diagnostic | —Unverified | 0 |
| Diagnostic Uncertainty Calibration: Towards Reliable Machine Predictions in Medical Domain | Jul 3, 2020 | Diagnostic | —Unverified | 0 |
| Automatic Detection of COVID-19 Cases on X-ray images Using Convolutional Neural Networks | Jul 2, 2020 | Diagnostic | —Unverified | 0 |
| Spectral-Spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification | Jul 2, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Interpretation of Electrocardiogram (ECG) Rhythm by Combined CNN and BiLSTM | Jul 2, 2020 | Cloud ComputingDiagnostic | —Unverified | 0 |
| HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification | Jul 1, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms | Jul 1, 2020 | DiagnosticObject | —Unverified | 0 |
| On Convergence-Diagnostic based Step Sizes for Stochastic Gradient Descent | Jul 1, 2020 | Diagnostic | —Unverified | 0 |
| Deep learning-based holographic polarization microscopy | Jul 1, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Towards Understanding ASR Error Correction for Medical Conversations | Jul 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference | Jul 1, 2020 | DiagnosticNatural Language Inference | —Unverified | 0 |
| Evaluation of Contemporary Convolutional Neural Network Architectures for Detecting COVID-19 from Chest Radiographs | Jun 30, 2020 | Diagnostic | CodeCode Available | 0 |
| Functional MRI applications for psychiatric disease subtyping: a review | Jun 30, 2020 | Active LearningDiagnostic | —Unverified | 0 |
| Smile-GANs: Semi-supervised clustering via GANs for dissecting brain disease heterogeneity from medical images | Jun 27, 2020 | ClusteringDiagnostic | —Unverified | 0 |
| Lesion Mask-based Simultaneous Synthesis of Anatomic and MolecularMR Images using a GAN | Jun 26, 2020 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification | Jun 25, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| Diagnosis Prevalence vs. Efficacy in Machine-learning Based Diagnostic Decision Support | Jun 24, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Mining Misdiagnosis Patterns from Biomedical Literature | Jun 24, 2020 | Diagnostic | CodeCode Available | 0 |
| Learning Tumor Growth via Follow-Up Volume Prediction for Lung Nodules | Jun 24, 2020 | DiagnosticManagement | —Unverified | 0 |
| SWAG: A Wrapper Method for Sparse Learning | Jun 23, 2020 | AttributeDiagnostic | —Unverified | 0 |
| 3D Probabilistic Segmentation and Volumetry from 2D projection images | Jun 23, 2020 | Diagnostic | —Unverified | 0 |
| Systematic Attack Surface Reduction For Deployed Sentiment Analysis Models | Jun 19, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19 | Jun 19, 2020 | Binary ClassificationDiagnostic | —Unverified | 0 |
| Locked in Syndrome Machine Learning Classification using Sentence Comprehension EEG Data | Jun 17, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| MOSQUITO-NET: A deep learning based CADx system for malaria diagnosis along with model interpretation using GradCam and class activation maps | Jun 17, 2020 | Diagnostic | —Unverified | 0 |
| Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest CT Images | Jun 16, 2020 | Contrastive LearningCOVID-19 Diagnosis | —Unverified | 0 |
| Examining the Role of Mood Patterns in Predicting Self-Reported Depressive symptoms | Jun 14, 2020 | Diagnostic | —Unverified | 0 |
| Nonparametric Tests of Tail Behavior in Stochastic Frontier Models | Jun 14, 2020 | Diagnostic | —Unverified | 0 |
| Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech | Jun 12, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| Automated Identification of Thoracic Pathology from Chest Radiographs with Enhanced Training Pipeline | Jun 11, 2020 | Diagnostic | —Unverified | 0 |
| RTEX: A novel methodology for Ranking, Tagging, and Explanatory diagnostic captioning of radiography exams | Jun 11, 2020 | Diagnostic | CodeCode Available | 0 |
| A Public Website for the Automated Assessment and Validation of SARS-CoV-2 Diagnostic PCR Assays | Jun 8, 2020 | Diagnostic | —Unverified | 0 |
| Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification | Jun 6, 2020 | Diagnosticimage-classification | —Unverified | 0 |
| Learning Helpful Inductive Biases from Self-Supervised Pretraining | Jun 6, 2020 | Diagnostic | —Unverified | 0 |
| Knowledge transfer between bridges for drive-by monitoring using adversarial and multi-task learning | Jun 5, 2020 | DiagnosticMulti-Task Learning | —Unverified | 0 |
| Structurally aware bidirectional unpaired image to image translation between CT and MR | Jun 5, 2020 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| Deep Sequential Feature Learning in Clinical Image Classification of Infectious Keratitis | Jun 4, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments | Jun 4, 2020 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| COVID-19 diagnosis by routine blood tests using machine learning | Jun 4, 2020 | BIG-bench Machine LearningCOVID-19 Diagnosis | —Unverified | 0 |
| CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning | Jun 3, 2020 | AttributeDiagnostic | —Unverified | 0 |
| Automated segmentation of retinal fluid volumes from structural and angiographic optical coherence tomography using deep learning | Jun 3, 2020 | DiagnosticSegmentation | —Unverified | 0 |
| Application of Machine Learning to Predict the Risk of Alzheimer's Disease: An Accurate and Practical Solution for Early Diagnostics | Jun 2, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Sur l'utilisation de la reconnaissance automatique de la parole pour l'aide au diagnostic diff\'erentiel entre la maladie de Parkinson et l'AMS (On using automatic speech recognition for the differential diagnosis of Parkinson's Disease and MSA This article presents a study regarding the contribution of automatic speech processing in the differential diagnosis between Parkinson's disease and MSA (Multi-System Atrophies)) | Jun 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Fair Is Better than Sensational: Man Is to Doctor as Woman Is to Doctor | Jun 1, 2020 | Bias DetectionDiagnostic | —Unverified | 0 |
| A Systematic Review of Mutations Associated with Isoniazid Resistance Points to Lower Diagnostic Sensitivity for Common Mutations and Increased Incidence of Uncommon Mutations in Clinical Strains of Mycobacterium tuberculosis | May 31, 2020 | ArticlesDiagnostic | —Unverified | 0 |
| Dinucleotide repeats in coronavirus SARS-CoV-2 genome: evolutionary implications | May 30, 2020 | Diagnostic | CodeCode Available | 0 |
| SDCT-AuxNet^θ: DCT Augmented Stain Deconvolutional CNN with Auxiliary Classifier for Cancer Diagnosis | May 30, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Probabilistic self-learning framework for Low-dose CT Denoising | May 30, 2020 | Computed Tomography (CT)Denoising | —Unverified | 0 |
| Learning stochastic object models from medical imaging measurements using Progressively-Growing AmbientGANs | May 29, 2020 | Diagnostic | —Unverified | 0 |
| Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study | May 29, 2020 | Diagnostic | —Unverified | 0 |